kde_model.hpp File Reference
Include dependency graph for kde_model.hpp:
Go to the source code of this file.
Classes | |
| class | AbsErrorVisitor |
| AbsErrorVisitor modifies absolute error tolerance for a KDEType. More... | |
| class | BandwidthVisitor |
| BandwidthVisitor modifies the bandwidth of a KDEType kernel. More... | |
| class | DeleteVisitor |
| class | DualBiKDE |
| DualBiKDE computes a Kernel Density Estimation on the given KDEType. More... | |
| class | DualMonoKDE |
| DualMonoKDE computes a Kernel Density Estimation on the given KDEType. More... | |
| class | KDEModel |
| class | KernelNormalizer |
| KernelNormalizer holds a set of methods to normalize estimations applying in each case the appropiate kernel normalizer function. More... | |
| class | MCBreakCoefVisitor |
| MCBreakCoefVisitor sets the Monte Carlo break coefficient. More... | |
| class | MCEntryCoefVisitor |
| MCEntryCoefVisitor sets the Monte Carlo entry coefficient. More... | |
| class | MCProbabilityVisitor |
| MCProbabilityVisitor sets the Monte Carlo probability for a given KDEType. More... | |
| class | MCSampleSizeVisitor |
| MCSampleSizeVisitor sets the Monte Carlo intial sample size for a given KDEType. More... | |
| class | ModeVisitor |
| ModeVisitor exposes the Mode() method of the KDEType. More... | |
| class | MonteCarloVisitor |
| MonteCarloVisitor activates or deactivates Monte Carlo for a given KDEType. More... | |
| class | RelErrorVisitor |
| RelErrorVisitor modifies relative error tolerance for a KDEType. More... | |
| class | TrainVisitor |
| TrainVisitor trains a given KDEType using a reference set. More... | |
Namespaces | |
| mlpack | |
strip_type.hpp | |
| mlpack::kde | |
Kernel Density Estimation. | |
Typedefs | |
template < typename KernelType , template < typename TreeMetricType , typename TreeStatType , typename TreeMatType > class TreeType > | |
| using | KDEType = KDE< KernelType, metric::EuclideanDistance, arma::mat, TreeType, TreeType< metric::EuclideanDistance, kde::KDEStat, arma::mat >::template DualTreeTraverser, TreeType< metric::EuclideanDistance, kde::KDEStat, arma::mat >::template SingleTreeTraverser > |
| Alias template. More... | |
Functions | |
| BOOST_TEMPLATE_CLASS_VERSION (template<>, mlpack::kde::KDEModel, 1) | |
| Set the serialization version of the KDEModel class. More... | |
Detailed Description
Model for KDE. It abstracts different types of tree, kernels, etc.
mlpack is free software; you may redistribute it and/or modify it under the terms of the 3-clause BSD license. You should have received a copy of the 3-clause BSD license along with mlpack. If not, see http://www.opensource.org/licenses/BSD-3-Clause for more information.
Definition in file kde_model.hpp.
Function Documentation
◆ BOOST_TEMPLATE_CLASS_VERSION()
| BOOST_TEMPLATE_CLASS_VERSION | ( | template < > |
, |
| mlpack::kde::KDEModel | , | ||
| 1 | |||
| ) |
Set the serialization version of the KDEModel class.
Referenced by KDEModel::MCBreakCoefficient().